Mind the gap: Can AI/ML readiness levels build trust?

15 Apr 2026
Theatre 1
  • Decision makers and developers struggle to interpret TRLs as indicators of trust.
  • Trust is not built solely on performance metrics, but on how readiness is communicated, validated, and understood across operational and technical stakeholders.
  • Clear, explainable, and transparent readiness frameworks are essential to ensure interoperability, confidence, and responsible adoption. 
Speakers
Elaine M Raybourn
Dr. Elaine M Raybourn, Principal Member of the Technical Staff - Sandia National Laboratories Center for Computing Research, Cognitive Science & Systems